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Biological Plausibility and Representational Alignment of Feedback Alignment in Convolutional Networks

arXiv cs.AI · 2026-05-12 Cached

This paper evaluates the biological plausibility and representational alignment of feedback alignment algorithms in convolutional networks, comparing them to standard backpropagation on CIFAR-10. The authors find that modified feedback alignment methods converge on internal representations similar to those produced by backpropagation, suggesting functional success through mimicking representational geometry.

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